iteration,candidate_index,outcome,observation,acquisition,regret,cumulative_regret,average_regret,n_observations_used_for_fit,elapsed_seconds
1,490,-2.1205568313598633,-1.964667558670044,,0.9467549324035645,0.9467549324035645,0.9467549324035645,0,0.0010213940404355526
2,235,-1.346255898475647,-1.3448686599731445,0.057728543877601624,0.17245399951934814,1.1192089319229126,0.5596044659614563,1,0.35510251810774207
3,687,-1.7413376569747925,-1.794637680053711,-1.837043046951294,0.5675357580184937,1.6867446899414062,0.5622482299804688,2,0.3505592639558017
4,331,-3.028745174407959,-3.114607095718384,0.1453518271446228,1.8549432754516602,3.5416879653930664,0.8854219913482666,3,0.3447951660491526
5,236,-1.6072063446044922,-1.6075124740600586,-0.622581958770752,0.43340444564819336,3.9750924110412598,0.795018482208252,4,0.34630815079435706
6,235,-1.346255898475647,-1.4415502548217773,-0.07868587970733643,0.17245399951934814,4.147546410560608,0.6912577350934347,5,0.34574699960649014
7,50,-1.7738158702850342,-1.7571840286254883,-0.23119311034679413,0.6000139713287354,4.747560381889343,0.6782229116984776,6,0.34579812875017524
8,783,-1.294532060623169,-1.319799780845642,0.08237479627132416,0.12073016166687012,4.868290543556213,0.6085363179445267,7,0.34632721077650785
9,746,-1.3447200059890747,-1.366168737411499,-0.6037076711654663,0.17091810703277588,5.039208650588989,0.5599120722876655,8,0.34608308086171746
10,783,-1.294532060623169,-1.2582287788391113,-0.7068049907684326,0.12073016166687012,5.159938812255859,0.515993881225586,9,0.34639693191275
11,484,-1.5682933330535889,-1.4031319618225098,-0.6323381662368774,0.39449143409729004,5.554430246353149,0.5049482042139227,10,0.3444963051006198
12,534,-3.1626124382019043,-3.3481202125549316,2.3288345336914062,1.9888105392456055,7.543240785598755,0.6286033987998962,11,0.3449607170186937
13,235,-1.346255898475647,-1.244490623474121,0.4506540596485138,0.17245399951934814,7.715694785118103,0.5935149834706233,12,0.34521171683445573
14,884,-1.7154152393341064,-1.6707431077957153,1.1325122117996216,0.5416133403778076,8.25730812549591,0.5898077232497079,13,0.34739629458636045
15,783,-1.294532060623169,-1.285900354385376,-1.0632593631744385,0.12073016166687012,8.37803828716278,0.558535885810852,14,0.3488652789965272
16,746,-1.3447200059890747,-1.4910651445388794,-0.2827998995780945,0.17091810703277588,8.548956394195557,0.5343097746372223,15,0.34887199802324176
17,890,-2.4565157890319824,-2.5722858905792236,3.535665988922119,1.2827138900756836,9.83167028427124,0.5783335461336023,16,0.34807454608380795
18,974,-2.361894130706787,-2.438572645187378,1.100419521331787,1.1880922317504883,11.019762516021729,0.6122090286678739,17,0.3467956520617008
19,374,-1.98416006565094,-2.0256025791168213,-0.33194461464881897,0.8103581666946411,11.83012068271637,0.6226379306692826,18,0.3473734250292182
20,419,-1.4512594938278198,-1.41566002368927,-0.4061684310436249,0.277457594871521,12.10757827758789,0.6053789138793946,19,0.3510520560666919
21,746,-1.3447200059890747,-1.4112063646316528,0.46543222665786743,0.17091810703277588,12.278496384620667,0.5846903040295556,20,0.35166413709521294
22,712,-1.6911321878433228,-1.6743940114974976,1.512630581855774,0.5173302888870239,12.79582667350769,0.5816284851594404,21,0.34774082619696856
23,235,-1.346255898475647,-1.4316844940185547,0.8803726434707642,0.17245399951934814,12.968280673027039,0.5638382901316104,22,0.3495086310431361
24,248,-2.028294801712036,-1.8433642387390137,1.1361286640167236,0.8544929027557373,13.822773575782776,0.575948898990949,23,0.3496669624000788
25,783,-1.294532060623169,-1.0779707431793213,-0.4670380651950836,0.12073016166687012,13.943503737449646,0.5577401494979859,24,0.34937260020524263
26,202,-2.2270431518554688,-2.175389528274536,0.26451119780540466,1.05324125289917,14.996744990348816,0.5767978842441852,25,0.34941035136580467
27,969,-3.1180522441864014,-3.1926379203796387,4.3052449226379395,1.9442503452301025,16.94099533557892,0.6274442716881081,26,0.34816932678222656
28,93,-2.0799384117126465,-2.030402183532715,1.1815035343170166,0.9061365127563477,17.847131848335266,0.6373975660119738,27,0.34873428801074624
29,787,-4.254194259643555,-4.024623870849609,2.7997350692749023,3.080392360687256,20.927524209022522,0.7216387658283628,28,0.3489306587725878
30,746,-1.3447200059890747,-1.4359006881713867,0.059037692844867706,0.17091810703277588,21.098442316055298,0.7032814105351766,29,0.34839107701554894
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32,163,-2.192878007888794,-2.355531930923462,-0.7031213045120239,1.0190761089324951,22.238248586654663,0.6949452683329582,31,0.3484487282112241
33,778,-1.955883264541626,-2.032566547393799,-0.4246923625469208,0.7820813655853271,23.02032995223999,0.6975857561284845,32,0.3491360298357904
34,207,-2.036811113357544,-1.853945255279541,0.3022022843360901,0.8630092144012451,23.883339166641235,0.7024511519600364,33,0.5359491622075438
35,783,-1.294532060623169,-1.198453426361084,-0.5124464631080627,0.12073016166687012,24.004069328308105,0.6858305522373744,34,0.5376027370803058
36,66,-1.884678602218628,-2.1974406242370605,0.3785973787307739,0.7108767032623291,24.714946031570435,0.6865262786547343,35,0.5769573566503823
37,109,-1.756969690322876,-1.6611381769180298,0.9919651746749878,0.5831677913665771,25.29811382293701,0.6837328060253246,36,0.5356081412173808
38,202,-2.2270431518554688,-2.271892547607422,-0.1170545220375061,1.05324125289917,26.35135507583618,0.6934567125220048,37,0.5353163401596248
39,359,-1.6842641830444336,-1.7174861431121826,0.1130409687757492,0.5104622840881348,26.861817359924316,0.6887645476903671,38,0.5368948150426149
40,653,-1.5965672731399536,-1.484434962272644,-0.55007004737854,0.4227653741836548,27.28458273410797,0.6821145683526992,39,0.5376051072962582
41,746,-1.3447200059890747,-1.3861385583877563,-0.5330852270126343,0.17091810703277588,27.455500841140747,0.6696463619790426,40,0.5370583152398467
42,783,-1.294532060623169,-1.349266529083252,-1.090773105621338,0.12073016166687012,27.576231002807617,0.6565769286382765,41,0.5570203773677349
43,746,-1.3447200059890747,-1.0672478675842285,-1.4715094566345215,0.17091810703277588,27.747149109840393,0.6452825374381487,42,0.543822705745697
44,941,-2.0123538970947266,-1.8834013938903809,1.1011536121368408,0.8385519981384277,28.58570110797882,0.6496750251813368,43,0.5440220669843256
45,849,-1.9173067808151245,-2.067103147506714,-0.09579451382160187,0.7435048818588257,29.329205989837646,0.6517601331075032,44,0.5407721567898989
46,746,-1.3447200059890747,-1.1159058809280396,-0.5518102645874023,0.17091810703277588,29.500124096870422,0.6413070455841396,45,0.5467655151151121
47,653,-1.5965672731399536,-1.5745130777359009,0.005440473556518555,0.4227653741836548,29.922889471054077,0.6366572227883847,46,0.5432888153009117
48,233,-1.1738018989562988,-1.134138822555542,-0.9125307202339172,0.0,29.922889471054077,0.6233935306469599,47,0.5373570472002029
49,202,-2.2270431518554688,-2.4438371658325195,0.40583884716033936,1.05324125289917,30.976130723953247,0.632165933141903,48,0.5363066932186484
50,746,-1.3447200059890747,-1.1821237802505493,-1.4239976406097412,0.17091810703277588,31.147048830986023,0.6229409766197205,49,0.5363038131035864
51,746,-1.3447200059890747,-1.3315718173980713,-1.2024437189102173,0.17091810703277588,31.3179669380188,0.6140777830984078,50,0.5372744561173022
52,783,-1.294532060623169,-1.2402284145355225,-0.807354748249054,0.12073016166687012,31.43869709968567,0.604590328840109,51,0.5372219160199165
53,746,-1.3447200059890747,-1.2461106777191162,-1.3584023714065552,0.17091810703277588,31.609615206718445,0.5964078340890273,52,0.5362509130500257
54,783,-1.294532060623169,-1.2681424617767334,-0.9598941802978516,0.12073016166687012,31.730345368385315,0.5875989883034317,53,0.5345661980099976
55,746,-1.3447200059890747,-1.2437679767608643,-0.5197038650512695,0.17091810703277588,31.90126347541809,0.580022972280329,54,0.5352123603224754
56,783,-1.294532060623169,-1.2740741968154907,-1.249146580696106,0.12073016166687012,32.02199363708496,0.5718213149479457,55,0.5349329691380262
57,488,-1.5257058143615723,-1.554294228553772,-1.3379868268966675,0.35190391540527344,32.373897552490234,0.5679631149559691,56,0.5362823028117418
58,403,-1.354671835899353,-1.5275709629058838,-0.6990370154380798,0.1808699369430542,32.55476748943329,0.5612890946454016,57,0.5354967708699405
59,417,-2.65847110748291,-2.6658687591552734,2.69777250289917,1.4846692085266113,34.0394366979599,0.5769396050501678,58,0.5357152810320258
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